第一个是通过competition，第二个是直接进入到data sets这个界面进行寻找。那么这两个的入口我们都可以在Kaggle的网站首页上直接找到这如图上所示的那样。那么competition它是Kaggle上就是说会有很多实时进行的竞赛，他们一般都会要求你用了ML或者AI的model去实现一个目标，那么很多也会提供一定的奖金。感兴趣的同学可以就...
In this post, I will walk through some interesting data sets that can be used to train GAN models. This catalogue of data can serve as a starting point for those interested in getting started on building GAN models. Let’s get started! To start, let’s briefly go over the concepts ...
(data_dir, input_dir, 'test/unknown'))) with open('submission.csv', 'w') as f: f.write('id,' + ','.join(train_valid_ds.synsets) + '\n') for i, output in zip(ids, preds): f.write(i.split('.')[0] + ',' + ','.join( [str(num) for num in output]) + '\n'...
While the book is great for what it sets out to do (teach you to become a better competitor) it is not perfect.Some information that could be helpful to beginners is grossly glossed over, such as the explanation of specific hyperparams. It is very odd how they chose to handle this. ...
By partnering with organizations specializing in geospatial intelligence and climate science, we can create richer data sets for all entities involved. For example, this collaborative approach can result in the development of early warning systems for natural disasters, or real-time climate monitoring, ...
return dict(((name, label) for name, label in tokens)) labels = read_csv_labels(os.path.join(data_dir, 'trainLabels.csv')) print('# 训练样本 :', len(labels)) print('# 类别 :', len(set(labels.values())) # 训练样本 : 1000 #...
1) Data PreparationAssemble different training/val sets (generate-training-sets-for-llm-prompt-recovery.ipynb) using: Crowdsourced (from Kaggle users) prompts/texts/rewrites Self/GPT4-made prompts, crowdsourced texts, and rewrites generated by running those through Gemma-7b-it Notebooks: generate...
On their blog, Kaggle provides even more data notes and sets. Plus, you can view news, tutorials, and interviews with prominent people in the field. They also have a job board where they source open data science positions from around the world. Candidates can subscribe to get openings direct...
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